Categories - Energy Systems
Sub Categories
- Global and Regional Energy System Models - 16 projects
- Building Energy Monitoring - 20 projects
- Grid Analysis and Planning - 30 projects
- Energy Policy - 4 projects
- Energy System Modeling Frameworks - 89 projects
- Energy Markets - 9 projects
- Grid Management and Microgrid - 18 projects
- Renewable Energy Integration - 21 projects
- Energy Data Accessibility and Integration - 37 projects
- Load and Demand Forecasting - 10 projects
Topics
energy-system-model, pypsa, power-flow, power-systems-analysis, optimal-power-flow, power-system-analysis, microgrid, nrel, capacity-expansion-planning, loadflow, powersystem, gym-environments, power-network, matpower, electrical, powersystems, adequacy, power-grids, cim, oemof, power-system, milp, co-simulation, efficiency, sequential-decision-making-problems, gymnasium, power-system-dynamics, osemosys, powsybl, oep, smart-grids, optimisation-model, bilan, mathematical-modelling, tyndp, previsionnel, short-circuit, rte, demand-flexibility, minigrid, smart-grid, eia-api, times-model, clean-energy, modelling-framework, energy-management-systems, load-flow, energy-management, renewable-timeseries, potentials, simauto, power-grid, hourly-resolution, generation-storage-networks-investments, power-system-dynamic-modeling, energy-storage-systems, gridcal, dynamic-investment-decisions, power-system-stability, dc-power-flow, urban-heat-island, reoptjl, power-system-stabilizer, reopt-lite-api, flexibility-modeling, agent-based, gridlabd, dynamic-line-rating, reopt-api, heat-pump, energy-optimization-model, cgmes, green-energy, ev-charging, calliope-models, datamodel, quasi-stationary, emt, electromagnetic-transient, dynamic-phasors, spine-toolbox, miniconda, anaconda, dispatch, standalone-software, renewable, flexibility, balancing, transmission-grid, planning-tool, distribution-grid, iec61970, cim-import, cim-export, distribution-shift, smart-home, octopus-energy, rhdf5, system, state-estimation, energy-modelling, powergrid-operation, grid2op, slimmemeter, slimme-meters, nifi-processors, nifi, dsmr-parser, dsmr, myenergi, pythran, powerworld-simulator, powerworld, graph-analysis, contingency-analysis, springframework, public-lighting, oslp, iec61850, dlms, distribution-automation, cucumber-tests, hardware-designs, emonpi, v2s, v2h, v2g, v2b, smart-charging, environmental, policy, data visualization, time-series-aggregation, representative-days, k-medoids-clustering, k-means-clustering, hierarchical-clustering, energy transition, electricity market modelling, power market model, open source model, GAMS, minlp, high-resolution, virtual-sensors, metering, consumption, electricity-networks, active-network-management, transient-stability, simulator-automation-server, nx, green-energy-hub, energy-origin, stochastic-simulation-algorithm, manipulatewidge, electric, dygraphs, hypervision, alerting, energy-demand-forecasting, energy-demand, electricity-load, free-datasets, costs, very-large-scale-systems, tight-and-compact-formulation, power-to-hydrogen, network-constrained-unit-commitment, integrated-resource-planning, hydro-cascade-basins, ev-integration, bidirectional-charging, stochastic-power-flow, newton-raphson, multi-terminal, latin-hypercube, comon-information-model, acdc, stateestimation, shortcircuit, eigen3, pypsa-earth, pypsa-africa, power-system-planning, power-system-model, operational-optimization, investment-optimization, energy-system-planning, mixed-integer-linear-programming, energy-flexibility, decarbonisation, free-libre-open-source-software, free-and-open-source-software, computer-aided-design, open-energy, oedi, datalake, glpk, energy-models, solar-system, wma, sma, ses, rnn, lstm, gru, electric-load-forecasting, arima, glow, mbus, energy-transition-calculation, grid-system, eolian, cosmos-sdk-proto, 3-phases, 3-phase-inverter, typical-periods, aggregation, rts, worldbank-gost, labor, gender, user-defined-control, synchronous-machine, stability, psp-ufu, industry-aplication, harmonics, graphical-user-interface, loxone, energy-generation, canbus, water-energy-nexus, unit-commitment, substations, renewable-resources, n-1-criterion, electricity-supply, economic-dispatch, dispatchable-units, dc-flow, transactive-energy, smartgrid, power-simulator, FAME, microgrid-model, pycaret, esphome, earth-osm, times, optimization-model, integrated-markal-efom, bottom-up-model, energy-forecasting, municipal-software, greenbutton, green-button, energy-usage, download-my-data, connect-my-data, time-of-use-tariff, electric-vehicle-charging-station, solarnode, solarnetwork, plugin-architecture, osgi, energy-information, description-language, students, investment, energy-planners, bulma-css, lovelace-card, voltage-drop-analysis, short-circuit-analysis, pandapower, electrical-systems, electrical-system, electrical-schematics, electrical-rules-check, electrical-networks, electrical-network-analysis, coordination-study, ddj, klu, power-stations, tegola, maplibre-gl-js, imposm3, openadr, lf-energy, testbed, software-in-the-loop, nyiso, newyork, kaggle-dataset, kaggle-competition, kaggle, clcpa, linopy, agent-based-simulation, villas, esdl, cems, matpower-github, snakemake-workflow, sector-coupling, great-britain, electricity-consumption-forecasting, electricity-consumption-analysis, ireland, energy-planning, energy-systems-modelling, market, process-systems-engineering, modelling-tool, energy-information-administration, off-grid, monophased, islanding, ignite-cli, nuclear, npps, marktstammdatenregister, modular, groovy, extensible, timedomain, small-signal, modeling-dae, eigenvalue-analysis, andes, power-supply, openmodelica, pudl, natural-gas, ferc, etl, eia923, eia860,
Projects
Contributors
Matthew Mowers [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Renewable Energy Integration
Topics:
boltbeard [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
dingo, elect, grids, power-supply, routing
Malte Jahn [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
dingo, elect, grids, power-supply, routing
Jaap Pedersen RL-INSTITUT\[email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
boltbeard RL-INSTITUT\[email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
Maike Held RL-INSTITUT\[email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
Jonas Jeckstadt RL-INSTITUT\[email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
s3pp [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
Jan Weidner [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
feature-detection, feature-extraction, finite-volumes, multiphysics, partial-differential-equations, interoperability, monte-carlo, dynamic-simulation, inverters, microgrids and 51 more
gabrielmalmer [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
matpower, matpower-github
Hans Würfel [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
dynamic-simulation, inverters, microgrids, power-systems, acausal, computer-algebra, dae, dde, delay-differential-equations, differential-equations and 20 more
Sabrina [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Renewable Energy Integration
Topics:
g.muench [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Renewable Energy Integration
Topics:
Baljinnyam Sereeter [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
matpower, matpower-github
Happy [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
matpower, matpower-github, atmospheric-modelling, bodged, byond, byond-game-engine, clowns, ship, tgstation, totally-a-practical-language and 1 more
tmar [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Markets, Energy Modeling and Optimization
Topics:
economic-dispatch-problem, flow-based-market-coupling, optimal-power-flow, transmission-system
Debbie [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation
Eike Schulte [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation
Mostafa Ramezani [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation
Unknown [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation
AndréEl-Ama [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation
C H [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
jhipster, co-simulation
Edmund Widl [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
modelica, modelica-library, co-simulation
Felix [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation
Mohammad-Arhum [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation
Torben W [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation
Unknown ael-ama@system
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation
salsharif [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
fmi, mosaik, co-simulation
Frauke Oest [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation, communication
Jon Hagg [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
Dan Gordon [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
Thomas Raub [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation
Tobias Brandt [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation
Tobias Hess [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
mattermost, co-simulation
ael-ama [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
co-simulation
salsharif [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
fmi, mosaik, co-simulation
jon-hagg [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
Daniel Muldrew [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
Kaspar Mueller [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
Merrielle Ondreicka [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
enrico.tesio [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
Ben [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
George Tong [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
Fabio Genoese [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
drieshugaerts [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
Christophe [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
Edvin Sidebo [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
Gasper Mis [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
Naitra Thoun [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
Niklas Berliner [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
consumption, europe, fossil-fuels, generation, power, renewable-energy, renewables
tng_alwa [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
Lemuel Lee [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
Jan Wolter [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
Ivan Djuraki [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
Gabriel [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
m4rz910 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
clcpa, clean-energy, datascience, decarbonization, kaggle, kaggle-competition, kaggle-dataset, newyork, nyiso, renewable-energy
Fabian Gotzens [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Data Access, Load and Demand Forecasting
Topics:
FRONTIER\anna.lane [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Data Access, Load and Demand Forecasting
Topics:
David Parrini [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
= [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly, sustainability
sandeepacharya464 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly, sustainability
Trong Le [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Andrew [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Corina [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
spearec [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
LucasFares [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly, sustainability
Louis Lu [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Deelane [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Robert Carlson [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
lavanl [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
alfarj83 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Jake-Bodin [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Paul Twomey [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly, sustainability
Justin Le [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Ngan [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Sasank [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
ak476519 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Rita Thornthwaite [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Elias Woldie [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
nathang15 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Mike Limpus [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Andrew [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Onyi21 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
campionfellin [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly, nltk
mohammed m [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
mosguinz [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Miriam Rundell [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Sagar Prasad [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Saul [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
iamsaugatpandey [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Elias Woldie [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
qnhn2 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Tila Tran [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
nicolebryant [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
taylon4 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
ngocvbh [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Kartikeya [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Tang Liang [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
bryanFowles [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
kirtmd [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly